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Past research has found prior knowledge to be a significant predictor of student learning outcome. However, little is known about the combined influence of the different types of prior knowledge in predicting learning outcomes. We conducted hierarchical regression model to investigate the combined relationship of different types of prior knowledge on chemistry learning outcome. Participants (N = 323) were from an introductory chemistry course in the Pacific North. The result showed that prior knowledge has a significant influence on learning, as the final regression model explained 57% of the variance in students' chemistry learning outcomes. GPA, familiar topic, and pretest scores remained significant predictors of learning outcome, while pretest scores were larger than the others significant predictors.
Oluwasola Samuel Oni, Washington State University
Olusola Olalekan Adesope, Washington State University
Oluwafemi J. Sunday, Washington State University
Deborah G. Fabiyi, Washington State University
Blessing Akinrotimi, Washington State University
Rachel Min Wong, University of Tennessee
Krista Nishida, Washington State University